Assessment of the changes in water reserves in Egypt using the Time Series GRACE Data

Domain:

environment and energyclimategeospatial

Record type:

paper

Creator:

BasMahMah

Publisher:

Man

Host:

The Gravity Recovery and Climate Experiments (GRACE) is considered one of the most important satellites used to identify the Terrestrial Water Storage Anomalies (TWSA) in all river basins around the world since the launch of this satellite from 2002 until now. In this research, we depend on the data obtained from GRACE in the Nile River Basin region(NRB) in Egypt during the period from 2018 to 2024, in addition to relying on the factors that affect the analysis of data related to the groundwater reserves, which are temperatures and rainfall, in order to know the sudden changes that occur in the water reserves in Egypt, including knowing and studying the extent of the impact of the filling of the Renaissance Dam on the strategic water reserves in Egypt. The deep learning model, Long Short-Term Memory (LSTM) was used to analyze this data and study the changes in the water reserves imported to Egypt after the construction of the Renaissance Dam. As a result, it was noted that the water reserves imported to Egypt are decreasing by 12-16%, which indicates the impact of the water imported to Egypt from its share in the total Nile River Basin water due to the construction of the Renaissance Dam at a rate of 8.64552 in 2018To 2.992145 in 2024.

Visit

doi.org

Licenses

http://creativecommons.org/licenses/by/4.0/

Time-Series Forecasting Model Assessment of Municipal Water Systems in Uganda,

Ugandan municipal water systems face challenges in reliability due to fluctuating demand an

Methodological Assessment of Municipal Water Systems in Kenya Using Time-Series Forecasting Models for Efficiency Analysis

This study addresses a current research gap in Computer Science concerning Methodological e

Methodological Evaluation of Municipal Water Systems in Senegal Using Time-Series Forecasting Models for Risk Reduction Assessment

Municipal water systems in Senegal face challenges related to supply reliability and qualit

Detection of recent changes in Gambia vegetation cover using time series modis ndvi

In The Gambia, the vegetation cover has undergone significant changes over the past two decades. To

Time-Series Forecasting of Wheat Crop Productivity in Egypt using Deep Learning Techniques

Abstract Egypt’s agricultural sector plays a critical role in the country’s economy, with

Assessment of GRACE/GRACE Follow-On Terrestrial Water Storage Estimates Using an Improved Forward Modeling Method: A Case Study in Africa

Leakage errors derived from spatial filters are the major limitation for estimating terrestrial wate